internal rework 3

whisperlivekit/TokensAlignment.py

@@ -1,4 +1,5 @@
-from whisperlivekit.timed_objects import Line, format_time, SpeakerSegment, Silence
+from whisperlivekit.timed_objects import Line, SilentLine, format_time, SpeakerSegment, Silence
+from whisperlivekit.timed_objects import PunctuationSegment
 from time import time
 
 
@@ -40,12 +41,10 @@ class TokensAlignment:
                     lines.append(Line().build_from_tokens(current_line_tokens))
                     current_line_tokens = []
                 end_silence = token.end if token.has_ended else time() - beg_loop
-                if lines and lines[-1].speaker == -2:
+                if lines and lines[-1].is_silent():
                     lines[-1].end = end_silence
                 else:
-                    lines.append(Line(
+                    lines.append(SilentLine(
-                        speaker = -2,
-                        text = '',
                         start = token.start,
                         end = end_silence
                     ))
@@ -55,12 +54,10 @@ class TokensAlignment:
             lines.append(Line().build_from_tokens(current_line_tokens))
         if current_silence:
             end_silence = current_silence.end if current_silence.has_ended else time() - beg_loop
-            if lines and lines[-1].speaker == -2:
+            if lines and lines[-1].is_silent():
                 lines[-1].end = end_silence
             else:
-                lines.append(Line(
+                lines.append(SilentLine(
-                    speaker = -2,
-                    text = '',
                     start = current_silence.start,
                     end = end_silence
                 ))
@@ -73,28 +70,43 @@ class TokensAlignment:
         # return self.all_tokens
 
     def compute_punctuations_segments(self):
-        punctuations_breaks = []
+        """Compute segments of text between punctuation marks.
-        new_tokens = self.state.tokens[self.state.last_validated_token:]
+        
-        for i in range(len(new_tokens)):
+        Returns a list of PunctuationSegment objects, each representing
-            token = new_tokens[i]
+        the text from the start (or previous punctuation) to the current punctuation mark.
-            if token.is_punctuation():
+        """
-                punctuations_breaks.append({
+        
-                    'token_index': i,
+        if not self.all_tokens:
-                    'token': token,
+            return []
-                    'start': token.start,
+        punctuation_indices = [
-                    'end': token.end,
+            i for i, token in enumerate(self.all_tokens)
-                })
+            if token.is_punctuation()
-        punctuations_segments = []
+        ]
-        for i, break_info in enumerate(punctuations_breaks):
+        if not punctuation_indices:
-            start = punctuations_breaks[i - 1]['end'] if i > 0 else 0.0
+            return []
-            end = break_info['end']
+        
-            punctuations_segments.append({
+        segments = []
-                'start': start,
+        for i, punct_idx in enumerate(punctuation_indices):
-                'end': end,
+            start_idx = punctuation_indices[i - 1] + 1 if i > 0 else 0
-                'token_index': break_info['token_index'],
+            end_idx = punct_idx            
-                'token': break_info['token']
+            if start_idx <= end_idx:
-            })
+                segment = PunctuationSegment.from_token_range(
-        return punctuations_segments
+                    tokens=self.all_tokens,
+                    token_index_start=start_idx,
+                    token_index_end=end_idx,
+                    punctuation_token_index=punct_idx
+                )
+                segments.append(segment)
+        return segments
+
 
     def concatenate_diar_segments(self):
-        diarization_segments = self.state.diarization_segments
+        if not self.all_diarization_segments:
+            return []
+        merged = [self.all_diarization_segments[0]]
+        for segment in self.all_diarization_segments[1:]:
+            if segment.speaker == merged[-1].speaker:
+                merged[-1].end = segment.end
+            else:
+                merged.append(segment)
+        return merged

whisperlivekit/audio_processor.py

@@ -15,6 +15,7 @@ logger = logging.getLogger(__name__)
 logger.setLevel(logging.DEBUG)
 
 SENTINEL = object() # unique sentinel object for end of stream marker
+MILENCE_DURATION = 3
 
 def cut_at(cumulative_pcm, cut_sec):
     cumulative_len = 0
@@ -164,7 +165,8 @@ class AudioProcessor:
         self.current_silence.is_starting=False
         self.current_silence.has_ended=True
         self.current_silence.compute_duration()
-        self.state_light.new_tokens.append(self.current_silence)
+        if self.current_silence.duration > MILENCE_DURATION:
+            self.state_light.new_tokens.append(self.current_silence)
         await self._push_silence_event()
         self.current_silence = None
 
@@ -365,7 +367,6 @@ class AudioProcessor:
                 self.diarization.insert_audio_chunk(item)
                 diarization_segments = await self.diarization.diarize()
                 self.state_light.new_diarization = diarization_segments
-                self.state_light.new_diarization_index += 1
                 
             except Exception as e:
                 logger.warning(f"Exception in diarization_processor: {e}")

whisperlivekit/timed_objects.py

@@ -158,7 +158,13 @@ class Line(TimedText):
         self.speaker = 1
         return self
 
-    
+    def is_silent(self) -> bool:
+        return self.speaker == -2
+
+class SilentLine(Line):
+    speaker = -2
+    text = ''
+
 
 @dataclass  
 class FrontData():
@@ -185,6 +191,45 @@ class FrontData():
             _dict['error'] = self.error
         return _dict
 
+@dataclass
+class PunctuationSegment(TimedText):
+    """Represents a segment of text between punctuation marks."""
+    token_index_start: int
+    token_index_end: int
+    punctuation_token_index: int
+    punctuation_token: ASRToken
+    
+    @classmethod
+    def from_token_range(
+        cls,
+        tokens: List[ASRToken],
+        token_index_start: int,
+        token_index_end: int,
+        punctuation_token_index: int
+    ) -> "PunctuationSegment":
+        """Create a PunctuationSegment from a range of tokens ending at a punctuation mark."""
+        if not tokens or token_index_start < 0 or token_index_end >= len(tokens):
+            raise ValueError("Invalid token indices")
+        
+        start_token = tokens[token_index_start]
+        end_token = tokens[token_index_end]
+        punctuation_token = tokens[punctuation_token_index]
+        
+        # Build text from tokens in the segment
+        segment_tokens = tokens[token_index_start:token_index_end + 1]
+        text = ''.join(token.text for token in segment_tokens)
+        
+        return cls(
+            start=start_token.start,
+            end=end_token.end,
+            text=text,
+            token_index_start=token_index_start,
+            token_index_end=token_index_end,
+            punctuation_token_index=punctuation_token_index,
+            punctuation_token=punctuation_token
+        )
+
+
 @dataclass  
 class ChangeSpeaker:
     speaker: int